Least 1-Norm SVMs: a new SVM variant between standard and LS-SVMs.
Jorge López LázaroJosé R. DorronsoroPublished in: ESANN (2010)
Keyphrases
- ls svms
- ls svm
- support vector
- support vector machine svm
- multi class
- least squares support vector machine
- multiclass problems
- support vector machine
- standard svm
- least squares
- support vectors
- svm classifier
- generalization ability
- multi class classification
- knn
- feature selection
- kernel function
- binary classification
- cross validation
- hyperplane
- maximum margin
- small sample
- kernel methods
- training set
- radial basis function kernel
- binary classifiers
- multiclass classification
- damage detection
- linear svm
- machine learning
- training data
- parameter estimation
- multitask learning
- high dimensional
- statistical learning theory
- binary classification problems
- multiple kernel learning
- radial basis function